Automatic delineation and height measurement of regenerating conifer crowns under leaf-off conditions using uav imagery
AJ Chadwick, TRH Goodbody, NC Coops, A Hervieux… - Remote Sensing, 2020 - mdpi.com
The increasing use of unmanned aerial vehicles (UAV) and high spatial resolution imagery
from associated sensors necessitates the continued advancement of efficient means of
image processing to ensure these tools are utilized effectively. This is exemplified in the field
of forest management, where the extraction of individual tree crown information stands to
benefit operational budgets. We explored training a region-based convolutional neural
network (Mask R-CNN) to automatically delineate individual tree crown (ITC) polygons in …
from associated sensors necessitates the continued advancement of efficient means of
image processing to ensure these tools are utilized effectively. This is exemplified in the field
of forest management, where the extraction of individual tree crown information stands to
benefit operational budgets. We explored training a region-based convolutional neural
network (Mask R-CNN) to automatically delineate individual tree crown (ITC) polygons in …
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